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Zero-shot Generalization

Papers

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Showing 101–125 of 572 papers

TitleStatusHype
Model Generalization on Text Attribute Graphs: Principles with Large Language ModelsCode1
Salience-Invariant Consistent Policy Learning for Generalization in Visual Reinforcement Learning—0
Mechanistic Understandings of Representation Vulnerabilities and Engineering Robust Vision Transformers—0
LR0.FM: Low-Res Benchmark and Improving Robustness for Zero-Shot Classification in Foundation ModelsCode1
SimSort: A Data-Driven Framework for Spike Sorting by Large-Scale Electrophysiology Simulation—0
Toward Task Generalization via Memory Augmentation in Meta-Reinforcement Learning—0
FlexiCrackNet: A Flexible Pipeline for Enhanced Crack Segmentation with General Features Transfered from SAM—0
A Zero-Shot Generalization Framework for LLM-Driven Cross-Domain Sequential Recommendation—0
Test-time Loss Landscape Adaptation for Zero-Shot Generalization in Vision-Language Models—0
DynaPrompt: Dynamic Test-Time Prompt Tuning—0
Zero-Shot Trajectory Planning for Signal Temporal Logic Tasks—0
State Combinatorial Generalization In Decision Making With Conditional Diffusion Models—0
Survey on Monocular Metric Depth Estimation—0
MIFNet: Learning Modality-Invariant Features for Generalizable Multimodal Image Matching—0
Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective—0
FoundationStereo: Zero-Shot Stereo MatchingCode7
Zero-Shot Monocular Scene Flow Estimation in the Wild—0
DEFOM-Stereo: Depth Foundation Model Based Stereo MatchingCode3
MonSter: Marry Monodepth to Stereo Unleashes PowerCode4
StereoGen: High-quality Stereo Image Generation from a Single Image—0
Capability-Aware Shared Hypernetworks for Flexible Heterogeneous Multi-Robot CoordinationCode0
Improving Zero-Shot Object-Level Change Detection by Incorporating Visual CorrespondenceCode1
Robotic Programmer: Video Instructed Policy Code Generation for Robotic Manipulation—0
MADation: Face Morphing Attack Detection with Foundation ModelsCode0
Depth Any Camera: Zero-Shot Metric Depth Estimation from Any CameraCode3
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GR-MGAvg. sequence length4.04—Unverified
2MoDEAvg. sequence length4.01—Unverified
3RoboUniViewAvg. sequence length3.65—Unverified
43D Diffuser ActorAvg. sequence length3.27—Unverified
5GR-1Avg. sequence length3.06—Unverified